DEVELOPMENT... OpenML
Run
30334

Run 30334

Task 4375 (Supervised Classification) fri_c4_500_50 Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9384
Per class
Build CPU time
2.2409
Build memory
127116600.8
F measure
0.8641
Per class
Kappa
0.7271
KB relative information score
3014.43
Mean absolute error
0.2129
Mean prior absolute error
0.4984
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8643
Per class
Predictive accuracy
0.8642
Prior entropy
0.9978
Recall
0.8642
Per class
Relative absolute error
0.427
Root mean prior squared error
0.4992
Root mean squared error
0.3118
Root relative squared error
0.6247
SciMark benchmark
823.709